| feature name |
feature type |
unique values |
description |
| marketplace |
{'is_string': True} |
1/10236817 |
{'unique': 1, 'top': 'US', 'freq': 10236817} |
| customer_id |
{'is_integer': True, 'is_numeric': True} |
4608035/10236817 |
{'mean': 28827782.60696445, 'std': 15364732.998895919, 'min': 10024.0, '25%': 15057740.0, '50%': 27956733.0, '75%': 43248870.0, 'max': 53096584.0} |
| review_id |
{'is_string': True} |
10236817/10236817 |
{'unique': 10236817, 'top': 'RJOVP071AVAJO', 'freq': 1} |
| product_id |
{'is_integer': True, 'is_numeric': True} |
1766766/10236817 |
{'mean': 1109348407.0018587, 'std': 997910046.5432695, 'min': 116.0, '25%': 544038496.75, '50%': 967271002.0, '75%': 1502534037.0, 'max': 9999990223.0} |
| product_parent |
{'is_integer': True, 'is_numeric': True} |
1881021/10236817 |
{'mean': 500746107.5295016, 'std': 288037149.40727645, 'min': 576.0, '25%': 253382160.0, '50%': 500483721.0, '75%': 749339639.0, 'max': 999998764.0} |
| product_title |
text |
2030252/10236817 |
{'unique': 2030252, 'top': 'Fifty Shades of Grey: Book One of the Fifty Shades Trilogy (Fifty Shades of Grey Series)', 'freq': 8354} |
| product_category |
{'is_string': True} |
54/10236817 |
{'unique': 54, 'top': 'Books', 'freq': 10236757} |
| star_rating |
{'is_integer': True, 'is_numeric': True} |
5/10236817 |
{'mean': 4.447121681212126, 'std': 1.034222039088568, 'min': 1.0, '25%': 4.0, '50%': 5.0, '75%': 5.0, 'max': 5.0} |
| helpful_votes |
{'is_integer': True, 'is_numeric': True} |
901/10236817 |
{'mean': 1.4786355678854153, 'std': 11.76414560989216, 'min': 0.0, '25%': 0.0, '50%': 0.0, '75%': 1.0, 'max': 6244.0} |
| total_votes |
{'is_integer': True, 'is_numeric': True} |
1008/10236817 |
{'mean': 2.1697580591196997, 'std': 14.120345587585534, 'min': 0.0, '25%': 0.0, '50%': 0.0, '75%': 2.0, 'max': 6534.0} |
| vine |
{'is_integer': True, 'is_numeric': True} |
0/10236817 |
{'mean': nan, 'std': nan, 'min': nan, '25%': nan, '50%': nan, '75%': nan, 'max': nan} |
| verified_purchase |
{'is_string': True} |
2/10236817 |
{'unique': 2, 'top': 'Y', 'freq': 7388390} |
| review_headline |
{'is_string': True} |
5633165/10236817 |
{'unique': 5633165, 'top': 'Five Stars', 'freq': 1356375} |
| review_body |
{'is_string': True} |
9292093/10236817 |
{'unique': 9292093, 'top': 'Great', 'freq': 16825} |
| review_date |
{'is_string': True} |
1216/10236817 |
{'unique': 1216, 'top': '2013-10-02', 'freq': 19545} |